Robert Stewart
4 papers · 2018–2020 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (11)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
EMNLP (2)
ACL (1)
NAACL (1)
Top co-authors
Keywords
electronic health record
(2)
mental health record
(2)
text classification
(2)
attention mechanism
(1)
named entity recognition
(1)
hierarchical model
(1)
convolutional neural network
(1)
recurrent neural network
(1)
contextual embedding
(1)
word representation
(1)
clinical text
(1)
clinical entity extraction
(1)
mental health
(1)
dementia classification
(1)
temporal anchoring
(1)
time expression extraction
(1)
domain adaptation
(1)
symptom onset
(1)
natural language processing
(1)
model calibration
(1)
Papers
Comparative Analysis of Text Classification Approaches in Electronic Health Records
ACL 2020
Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer’s Disease (AD) using Mental Health Records: a Classification Approach
EMNLP 2020
Time Expressions in Mental Health Records for Symptom Onset Extraction
EMNLP 2018
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health
NAACL 2018